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On 19 February 2020, the European Commission published a white paper on the use of artificial intelligence ("AI") in the EU (the "White Paper"). The White Paper forms part of the Commission President, Ursula Von der Leyen's, digital strategy, one of the key pillars of her administration's five year tenure, recognising that the EU has fallen behind the US and China with respect to the strategic deployment of AI. To tackle this problem, the Commission proposes a common EU approach to'speed up the uptake' of AI in the EU, whilst also tackling the human and ethical implications of AI's fast growing use in the EU, including the possible downsides of its use, such as opaque decision making and hidden, embedded gender and racial discrimination. In order to achieve a common EU approach to AI, and to create "trustworthy" AI that can rival developments in the US and China, the Commission proposes the creation of a regulatory framework for AI. Under the regulatory framework, AI applications deemed'high-risk' will be distinguished from'non high-risk' AI applications.